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The Covering Algorithm Based on Granular Computing
基于粒度计算的覆盖算法

Keywords: Granular computing,Quotient space,Covering algorithm,Classification
粒度计算
,商空间,覆盖算法,分类

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Abstract:

In order to solve the classification problems of many dimensions and large amount of samples better,a covering algorithm based on granular computing is put forward in this paper. The algorithm,whose theory is granular computing,points out that the domain,characters or structure of a problem can be coarser properly when it is analyzed,and a corresponding quotient space is gotten; in the quotient space,the essence of problems can be studied. Then the samples,which are unidentified or whose features are uncons...

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